An Interpretable BO-TCBDA Deep Learning Framework for Winter Wheat Yield Estimation Using Multi-Source Remote Sensing Data
提出BO-TCBDA深度学习框架，融合多源遥感数据估算冬小麦产量，兼具高精度与可解释性。
遥感与农情监测
卫星与无人机遥感、长势监测与产量估测
技术筛选
309 篇内容清除全部筛选
Estimation of Soil Total Nitrogen in Hemerocallis citrina Across Multiple Phenological Stages Using Partitioned Feature Bands
研究利用多传感器模拟光谱和三维指数，结合GA-BPNN，分物候期估算黄花菜土壤全氮，提高精度。
Improving Maize Yield Estimation Accuracy by Integrating Satellite Remote Sensing Data and the WOFOST Model Through Data Assimilation
通过数据同化整合卫星遥感与WOFOST模型，提高夏玉米产量估算精度。
Continuous monitoring of deficit irrigation in avocado across two contrasting rainfall years using sensor networks, telemetry, and machine learning
通过传感器、遥感和机器学习连续监测两年不同降雨下鳄梨的亏缺灌溉响应。
Integrated remote sensing analysis of rice field burning and air pollution in Eastern Mazandaran, Iran
利用遥感分析伊朗马赞达兰东部稻田焚烧与空气污染的关系。
SMFS-RF: a knowledge-guided machine-learning method for crop phenology extraction from fine-resolution vegetation index data
SMFS-RF: a knowledge-guided machine-learning method for crop phenology extraction from fine-resolution vegetation index data。Remote Sensing of Environment
Google Earth Engine-Based Random Forest Classification of Land Use/Land Cover Change in Mojolaban, Sukoharjo
利用GEE和随机森林分类，监测2004-2024年城乡过渡区土地利用变化，精度高。
Land Cover Classification using Hyperspectral Imagery: A Deep Learning Approach
利用高光谱影像和深度学习模型对印度两地区进行土地覆盖分类，比较CNN、ResNet-18和VGG-1
Remote Sensing and GIS-Based Spatial Planning of Soil and Water Conservation Measures in a Semi-Arid Watershed Maliwadgaon of Maharashtra, India
利用遥感和GIS对半干旱流域进行水土保持措施的空间规划与选址。
Urbanization induced LULC transformation, its effects on land surface temperature and spectral index responses in Adama city, Ethiopia
利用Landsat影像分析埃塞俄比亚Adama市城市化引起的土地利用变化及其对地表温度和光谱指数的影
Pengaruh Satellite Monitoring terhadap Efektivitas Pemantauan Lahan dengan Data-Driven Decision Making sebagai Variabel Mediasi pada Agritech PT XYZ
研究卫星监测对土地监测有效性的影响，并检验数据驱动决策的中介作用。
Multi-Scale Assessment of Nighttime Light Attenuation and Modeled Coastal Skyglow Extent Over Marine Areas in Bohai Rim Coastal Cities
研究渤海沿岸五城市夜间灯光衰减与海岸天空辉光范围，提出分级管理框架。
Lightweight Near-Infrared Spectral Reconstruction from Red UAV Imagery Using Artificial Intelligence for Low-Cost Remote Sensing
用仅含609个参数的MLP从UAV红光波段重建近红外波段，低成本替代多光谱相机。
Direct estimation of wildfire emissions at high latitudes from combined polar orbiter FRP and Sentinel-5P CO data
提出基于卫星观测的高纬度火灾排放估算方法HLFREM，直接关联辐射能与CO排放。
VGG21 Deep Learning + Drone Multispectral Imagery Detects Wheat Waterlogging Stress and Silicon Fertilizer Effects
用无人机多光谱和VGG21深度学习检测小麦涝害并评估硅肥效果。
Assessment of groundwater potential zones and artificial recharge structures mapping for sustainable water resources planning based on remote sensing and GIS approaches
利用遥感和GIS评估地下水潜力区并规划人工补给结构，以促进可持续水资源管理。
DMP-UNet: a multimodal fusion network for high-precision nitrogen status monitoring in wheat from UAV multispectral images
提出多模态融合网络DMP-UNet，利用无人机多光谱图像高精度监测小麦氮素水平。
Assessing the Impacts of Anthropogenic Activities on Land Cover Change in Rwanda: Case of Kamonyi District
评估卢旺达Kamonyi区人为活动对土地利用/覆盖变化的影响，发现建设用地增加、植被减少。
A Biome-Specific Light Use Efficiency Model for Spatiotemporal Dynamics of GPP Across Europe Using PROBA-V and Sentinel-3 FAPAR
利用PROBA-V和Sentinel-3的FAPAR数据，开发了欧洲生物群系特异的LUE模型EU-G
Remote Sensing of Surface Soil Moisture: A Comprehensive Review of Retrieval Methods and Satellite Products
综述了基于不同遥感数据源的土壤水分反演模型及卫星产品，为初学者提供系统参考。